IDEAS home Printed from https://ideas.repec.org/a/zib/zbnaim/v7y2023i1p33-37.html
   My bibliography  Save this article

Impact Of Icts Usage On Smallholder Farmer’S Adaptation Strategies: A Structural Equation Modeling Study In Niger State

Author

Listed:
  • Isah Shehu Nabara

    (Department of Agricultural Science Education Niger State College of Education, Minna.)

  • Mohammad Yakubu

    (Department of Crop Production Ibrahim Badamasi Babangida University, Lapai, Niger State)

  • Abubakar Shehu Umar

    (Department of Agricultural Education Federal College of Education (Tech) Gombe State)

Abstract

The study was conducted in Kontagora Local Government Area of Niger State between June and August 2021. The purpose of this study was to determine how ICTs affected smallholder farmers’ adaption strategies. 240 respondents were chosen at random using a multiple-stage random sampling procedure for the study. The levels were determined using frequency and percentages of summated scores by categorization into high moderate and low using range. The impacts of ICTs on adaptation strategies were determined using structural equation modeling (IBM SPSS Amos 20). The study revealed high-level adaptation strategies (M=3.69) and a moderate level of ICTs (M=3.51). The research also showed how ICTs affect adaptive strategies. The impact of radio (β= 0.355, CR = 4.145, P =.001), mobile (β=.322, CR= 4.111, P=.000), television, (β=.211, CR=3.717, P=.000) on adaptation strategies were positive and statistically significant. The results recommends that planned interventions be carried out to coordinate ICT/telecommunications agencies with those in charge of adaptation policy and planning, notably National Adaptation Plans, for more efficient planning and implementation.

Suggested Citation

  • Isah Shehu Nabara & Mohammad Yakubu & Abubakar Shehu Umar, 2023. "Impact Of Icts Usage On Smallholder Farmer’S Adaptation Strategies: A Structural Equation Modeling Study In Niger State," Acta Informatica Malaysia (AIM), Zibeline International Publishing, vol. 7(1), pages 33-37, February.
  • Handle: RePEc:zib:zbnaim:v:7:y:2023:i:1:p:33-37
    DOI: 10.26480/aim.01.2023.33.37
    as

    Download full text from publisher

    File URL: https://actainformaticamalaysia.com/archives/AIM/1aim2023/1aim2023-33-37.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.26480/aim.01.2023.33.37?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Wroński Marcin, 2019. "The productivity growth slowdown in advanced economies: causes and policy recommendations," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 55(4), pages 391-406, December.
    2. Violeta Sima & Ileana Georgiana Gheorghe & Jonel Subić & Dumitru Nancu, 2020. "Influences of the Industry 4.0 Revolution on the Human Capital Development and Consumer Behavior: A Systematic Review," Sustainability, MDPI, vol. 12(10), pages 1-28, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Muhammad, Tufail & Ni, Guohua & Chen, Zhenling & Mallek, Sabrine & Dudek, Marek & Mentel, Grzegorz, 2024. "Addressing resource curse: How mineral resources influence industrial structure dynamics of the BRI 57 oil-exporting countries," Resources Policy, Elsevier, vol. 99(C).
    2. Feng, Wei & Sun, Shujun & Yuan, Hang, 2023. "Research on the efficiency of factor allocation in the pilot free trade zones," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 727-745.
    3. Chun-Yi Lin & Chen Li & Sadaf Mahmood & Feng Guo & Zuoyi Qian, 2024. "Integrating Culture and Tourism: A Resilient Scale for Digital Transformation Innovation," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 16122-16155, December.
    4. Tzu-Chieh Lin & Kung Jeng Wang, 2021. "Project-based maturity assessment model for smart transformation in Taiwanese enterprises," PLOS ONE, Public Library of Science, vol. 16(7), pages 1-19, July.
    5. Bhagwan, N. & Evans, M., 2023. "A review of industry 4.0 technologies used in the production of energy in China, Germany, and South Africa," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    6. Özköse, Hakan & Güney, Gül, 2023. "The effects of industry 4.0 on productivity: A scientific mapping study," Technology in Society, Elsevier, vol. 75(C).
    7. Restuning Widiasih & Maria Komariah & Iqbal Pramukti & Raini Diah Susanti & Habsyah Saparidah Agustina & Hidayat Arifin & Yulia Kurniawati & Katherine Nelson, 2022. "VNursLab 3D Simulator: A Web-Based Nursing Skills Simulation of Knowledge of Nursing Skill, Satisfaction, and Self-Confidence among Nursing Students," Sustainability, MDPI, vol. 14(9), pages 1-11, April.
    8. Hyo Geun Song & Hyeon Jo, 2023. "Understanding the Continuance Intention of Omnichannel: Combining TAM and TPB," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
    9. Bhatia, Purvee & Diaz-Elsayed, Nancy, 2023. "Facilitating decision-making for the adoption of smart manufacturing technologies by SMEs via fuzzy TOPSIS," International Journal of Production Economics, Elsevier, vol. 257(C).
    10. Carmen Elena Stoenoiu & Lorentz Jäntschi, 2024. "Sustainable Development of the Economy—A Case Study of the Impacts of the Size of Enterprises and Factors Affecting Performance," Sustainability, MDPI, vol. 16(13), pages 1-38, June.
    11. Liu, Yu & Khan, Ali Junaid & Iqbal, Jawad & Hameed, Waseem Ul & Ahmed, Tanveer, 2023. "Strategic management of natural resources through human, technological, and institutional resources: Sustainable curing the resource curse," Resources Policy, Elsevier, vol. 86(PA).
    12. Yin Yuan, 2024. "The Influence of the Internet Celebrity Economy on Online Purchase Intention: A Moderated Mediation Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 20630-20648, December.
    13. Arfan Shahzad & Mohd Syarol Azuan bin Zakaria & Herbert Kotzab & Muhammad Abdul Majid Makki & Aamir Hussain & Julia Fischer, 2023. "Adoption of fourth industrial revolution 4.0 among Malaysian small and medium enterprises (SMEs)," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
    14. Mingchao Li & Ruchun Deng & Bin Gong, 2025. "Research on the Impact of Live Marketing on Consumers’ Irrational Consumption Behavior Under the Background of the New Economic Era," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 4918-4967, March.
    15. Marta P. V. Gonçalves & Fernando A. F. Ferreira & Marina Dabić & João J. M. Ferreira, 2024. "“Navigating through the digital swamp”: assessing SME propensity for online marketplaces," Review of Managerial Science, Springer, vol. 18(9), pages 2583-2612, September.
    16. Ray Saadaoui Mallek & Mohamed Albaity & Mahfuzur Rahman, 2025. "Economic freedom, economic sustainability, and herding behavior: Does the ubiquity of information communication technology matter?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-29, December.
    17. Mohammed Hael & Saddam A. Hazaea & Honglie Zhang & Hadi Mareeh, 2025. "Mapping the literature trends of consumer behavior and sustainability: insights from a bibliometric analysis approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(5), pages 9841-9871, May.
    18. Lovlyn Ekeowa Kelvin-Iloafu & Francis Ezieshi Monyei & Wilfred Isioma Ukpere & Happiness Ozioma Obi-Anike & Phina Njideka Onyekwelu, 2023. "The Impact of Human Capital Development on the Sustainability and Innovativeness of Deposit Money Banks’ Workforces," Sustainability, MDPI, vol. 15(14), pages 1-15, July.
    19. Chen, Yang & Cheng, Liang & Lee, Chien-Chiang, 2022. "How does the use of industrial robots affect the ecological footprint? International evidence," Ecological Economics, Elsevier, vol. 198(C).
    20. Tayyaba Rafique & Muhammad Mohsin & Muhammad Adeel Abid & Ali Noman Ashrif & Saliah Anwar, 2024. "Understanding the impact of human capital on radical and incremental innovation: the role of entrepreneurial passion and alertness," Future Business Journal, Springer, vol. 10(1), pages 1-13, December.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:zib:zbnaim:v:7:y:2023:i:1:p:33-37. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Zibeline International Publishing The email address of this maintainer does not seem to be valid anymore. Please ask Zibeline International Publishing to update the entry or send us the correct address (email available below). General contact details of provider: https://actainformaticamalaysia.com/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.